Meeting Title: AI-Data Platform Team Standup Date: 2025-08-19 Meeting participants: Mustafa Raja, Samuel Roberts, Casie Aviles, Uttam Kumaran
WEBVTT
1 00:00:10.870 ⇒ 00:00:11.890 Samuel Roberts: Hello.
2 00:00:16.430 ⇒ 00:00:17.050 Mustafa Raja: Hey.
3 00:00:18.250 ⇒ 00:00:19.309 Samuel Roberts: How are you?
4 00:00:19.310 ⇒ 00:00:20.769 Mustafa Raja: Yeah, doing good, how are you?
5 00:00:21.590 ⇒ 00:00:22.799 Samuel Roberts: Doing alright, doing…
6 00:00:22.970 ⇒ 00:00:29.000 Samuel Roberts: Alright, busy, long day yesterday driving in the car, but I’m here at my parents’ house now, so….
7 00:00:29.210 ⇒ 00:00:31.390 Mustafa Raja: How long was the drive?
8 00:00:32.340 ⇒ 00:00:34.400 Samuel Roberts: We were in the car almost 13 hours.
9 00:00:34.560 ⇒ 00:00:37.219 Mustafa Raja: Oh, that’s… That’s very long.
10 00:00:37.630 ⇒ 00:00:42.639 Samuel Roberts: Yes. Yeah, I’ve done that drive a lot, and that wasn’t…
11 00:00:42.750 ⇒ 00:00:46.329 Samuel Roberts: You know, it’s a long one, but we had a lot of stuff, and…
12 00:00:46.450 ⇒ 00:00:54.319 Samuel Roberts: my mom, my wife, and my baby, and me, so it just made sense. So… but yes, it’s a long drive.
13 00:00:54.670 ⇒ 00:00:55.350 Mustafa Raja: Yeah.
14 00:00:56.750 ⇒ 00:01:03.850 Mustafa Raja: I haven’t gotten a driving license yet, so I don’t know how… how is it, like… Driving this long.
15 00:01:04.700 ⇒ 00:01:08.809 Samuel Roberts: Yeah, it’s, it’s, you know, you gotta take a lot of breaks, and you gotta, …
16 00:01:09.220 ⇒ 00:01:12.729 Samuel Roberts: You know, I like doing it during the daylight more than at night.
17 00:01:12.730 ⇒ 00:01:13.230 Mustafa Raja: Oh.
18 00:01:13.230 ⇒ 00:01:17.199 Samuel Roberts: Obviously, when it gets dark, yeah, I get tired, so….
19 00:01:17.390 ⇒ 00:01:21.320 Mustafa Raja: So, for the nights, do you stay at somewhere?
20 00:01:22.100 ⇒ 00:01:26.139 Samuel Roberts: Yeah, sometimes, depending on how far we’re going, but this one was all during the day, so….
21 00:01:26.420 ⇒ 00:01:28.169 Mustafa Raja: Oh, then it’s good, right.
22 00:01:28.730 ⇒ 00:01:32.050 Samuel Roberts: Yeah, yeah, then it’s much better. And it was… the weather was okay, which is….
23 00:01:32.050 ⇒ 00:01:32.410 Mustafa Raja: Good.
24 00:01:32.410 ⇒ 00:01:33.070 Samuel Roberts: Excellent.
25 00:01:35.090 ⇒ 00:01:36.260 Samuel Roberts: Alright.
26 00:01:36.450 ⇒ 00:01:40.059 Samuel Roberts: okay, I was just wondering.
27 00:01:41.350 ⇒ 00:01:42.290 Samuel Roberts: Hello.
28 00:01:45.240 ⇒ 00:01:45.870 Casie Aviles: Yay.
29 00:01:47.550 ⇒ 00:01:48.620 Samuel Roberts: How you doing?
30 00:01:50.410 ⇒ 00:01:51.890 Casie Aviles: Yeah, doing fine.
31 00:01:54.360 ⇒ 00:01:58.869 Samuel Roberts: Good, good. Alright, so, … Let’s jump in…
32 00:01:59.270 ⇒ 00:02:03.039 Samuel Roberts: Let me get my linear over here already.
33 00:02:03.950 ⇒ 00:02:07.490 Samuel Roberts: … Okay, and…
34 00:02:10.949 ⇒ 00:02:16.139 Samuel Roberts: You see… Can you guys see what I’m saying?
35 00:02:17.700 ⇒ 00:02:18.260 Mustafa Raja: Yes.
36 00:02:18.260 ⇒ 00:02:19.030 Casie Aviles: Yes.
37 00:02:19.610 ⇒ 00:02:20.240 Samuel Roberts: Okay.
38 00:02:20.360 ⇒ 00:02:23.630 Samuel Roberts: Alright, so let’s, let’s start with ABC and go down, I guess.
39 00:02:26.670 ⇒ 00:02:31.730 Samuel Roberts: So let me make it a little bit bigger, maybe, but… okay, any updates here?
40 00:02:32.510 ⇒ 00:02:43.229 Mustafa Raja: Yeah, for me, I still need to start working on, 644. I just have better priorities in interlude and Default right now.
41 00:02:45.110 ⇒ 00:02:53.049 Samuel Roberts: Yeah, no, that makes total sense. I figured Interlude… yeah, interlude makes more sense this week. I don’t know what the fault status is, but we’ll get to that, but okay.
42 00:02:54.560 ⇒ 00:02:58.639 Samuel Roberts: when do you think… like, I don’t know where… well, we’ll get through the rest of it, but yeah, go ahead.
43 00:02:59.860 ⇒ 00:03:04.479 Casie Aviles: Okay. Sorry, Casey. Yeah, sure. For me, I just, …
44 00:03:04.630 ⇒ 00:03:06.219 Casie Aviles: Yesterday, I worked on one of…
45 00:03:08.360 ⇒ 00:03:12.349 Casie Aviles: This ticket for, like, getting the exact central dock.
46 00:03:12.540 ⇒ 00:03:15.540 Casie Aviles: Wording, especially for cancellation flows.
47 00:03:17.060 ⇒ 00:03:17.560 Samuel Roberts: Okay.
48 00:03:17.560 ⇒ 00:03:21.770 Casie Aviles: I think it’s… Let me see if it’s… I think it’s in review, I believe.
49 00:03:23.730 ⇒ 00:03:24.540 Samuel Roberts: Oh, okay, good.
50 00:03:24.540 ⇒ 00:03:30.750 Casie Aviles: Yeah, these ones. The 646 and 356, they’re kind of related, ….
51 00:03:30.750 ⇒ 00:03:31.510 Samuel Roberts: Okay.
52 00:03:32.760 ⇒ 00:03:34.009 Samuel Roberts: And the IF.
53 00:03:34.430 ⇒ 00:03:35.390 Casie Aviles: Yeah, absolutely.
54 00:03:35.390 ⇒ 00:03:36.649 Samuel Roberts: Okay, yep, yeah, okay.
55 00:03:36.890 ⇒ 00:03:37.560 Casie Aviles: Okay.
56 00:03:37.800 ⇒ 00:03:39.470 Casie Aviles: And… what else?
57 00:03:40.530 ⇒ 00:03:47.109 Casie Aviles: Yeah, I think that’s most of the ones I worked on, and then some triage tickets, …
58 00:03:47.680 ⇒ 00:03:55.450 Casie Aviles: Other than that, I still have to work on the spike, which was the one you’re commenting on earlier.
59 00:03:56.120 ⇒ 00:03:57.230 Samuel Roberts: Yep. Okay.
60 00:03:57.230 ⇒ 00:04:01.099 Casie Aviles: Yeah, I have to work on that, that is… that was still on my to-do, so…
61 00:04:02.070 ⇒ 00:04:04.900 Casie Aviles: Okay. Is that… which one was that again? Do you remember the number?
62 00:04:06.020 ⇒ 00:04:09.140 Samuel Roberts: Oh, it’s right here, I have a 6, 7, 3…
63 00:04:13.470 ⇒ 00:04:20.309 Samuel Roberts: 6, 7, 3… okay, that’s fine, I have it here. Okay, good. Alright, so let’s move on from ABC, then, unless there’s more updates there. I think…
64 00:04:20.570 ⇒ 00:04:23.120 Samuel Roberts: We have some other priorities, like we said, so…
65 00:04:24.670 ⇒ 00:04:31.759 Samuel Roberts: … I don’t know if there’s anything internal going on. Did we… what’s going on with… oh, the client hub, that’s right.
66 00:04:32.620 ⇒ 00:04:34.790 Casie Aviles: Yeah, for this, I….
67 00:04:34.790 ⇒ 00:04:35.250 Samuel Roberts: Okay, so….
68 00:04:35.250 ⇒ 00:04:37.240 Casie Aviles: What I did was, ….
69 00:04:37.240 ⇒ 00:04:38.089 Samuel Roberts: Yep. Okay.
70 00:04:39.470 ⇒ 00:04:43.859 Casie Aviles: I think… yeah, this Zoom one is closed, and then this lap one….
71 00:04:44.940 ⇒ 00:04:45.540 Samuel Roberts: Yep.
72 00:04:46.920 ⇒ 00:04:48.979 Casie Aviles: Are we on that ticket?
73 00:04:50.690 ⇒ 00:04:52.809 Casie Aviles: Oh, crit. This one. Yeah, this one, this one.
74 00:04:52.810 ⇒ 00:04:54.860 Samuel Roberts: 6, floor 6, yeah.
75 00:04:55.990 ⇒ 00:05:03.090 Casie Aviles: So, I did submit a PR. Yes, I submitted a PR for this, …
76 00:05:03.880 ⇒ 00:05:11.790 Casie Aviles: There’s one more thing, actually, that I believe we need… I need to address for the Slack one, which is the actual
77 00:05:12.110 ⇒ 00:05:13.300 Casie Aviles: embedding step.
78 00:05:13.700 ⇒ 00:05:18.259 Casie Aviles: This one is just… the Dagster script to…
79 00:05:18.760 ⇒ 00:05:28.370 Casie Aviles: Separate, like, to kind of transform or filter out the client-specific data from the raw Slack data, so….
80 00:05:28.370 ⇒ 00:05:29.510 Samuel Roberts: Got it. Okay.
81 00:05:29.540 ⇒ 00:05:31.419 Casie Aviles: This one’s… this one I’ve….
82 00:05:31.420 ⇒ 00:05:32.580 Samuel Roberts: So, ….
83 00:05:34.500 ⇒ 00:05:36.520 Casie Aviles: Yeah, this one, I submitted.
84 00:05:36.520 ⇒ 00:05:37.900 Samuel Roberts: This is still… this is still.
85 00:05:38.740 ⇒ 00:05:39.079 Casie Aviles: I did.
86 00:05:39.080 ⇒ 00:05:42.139 Samuel Roberts: Okay, so that one’s… alright, good. I’ll take a look at that later, then.
87 00:05:44.530 ⇒ 00:05:45.600 Casie Aviles: And then once….
88 00:05:45.600 ⇒ 00:05:45.940 Samuel Roberts: Okay.
89 00:05:45.940 ⇒ 00:05:46.320 Casie Aviles: Done.
90 00:05:46.320 ⇒ 00:05:48.600 Samuel Roberts: And then that should unblock this eventually.
91 00:05:48.930 ⇒ 00:05:50.319 Casie Aviles: Yes, yes, yes.
92 00:05:50.960 ⇒ 00:05:53.260 Samuel Roberts: Then we’re good to create. Okay, okay, cool.
93 00:05:53.680 ⇒ 00:05:54.960 Samuel Roberts: Good. Hey, Tom.
94 00:05:54.960 ⇒ 00:05:55.930 Uttam Kumaran: A….
95 00:05:58.760 ⇒ 00:06:06.159 Samuel Roberts: We’re just walking through things, so that’s internal. I think that’s really all… the public.
96 00:06:06.580 ⇒ 00:06:14.740 Samuel Roberts: I saw your comments on the platform architecture document, I didn’t get a chance to, digest them yet, but that looked… it looks helpful, so I appreciate it.
97 00:06:15.020 ⇒ 00:06:15.640 Uttam Kumaran: Yeah, I….
98 00:06:15.640 ⇒ 00:06:18.839 Samuel Roberts: Because I would still need to send out and get a meeting going. Last week was….
99 00:06:19.060 ⇒ 00:06:20.680 Uttam Kumaran: Yeah, yeah, yeah, okay, cool.
100 00:06:20.680 ⇒ 00:06:21.210 Samuel Roberts: Right.
101 00:06:21.720 ⇒ 00:06:35.010 Uttam Kumaran: Yeah, I just wanted to add some, like, okay, where can we take this next? You know, but I feel pretty, … I feel pretty good about where it is. I think probably my only piece of feedback overall is, like, we can start linking
102 00:06:35.730 ⇒ 00:06:44.650 Uttam Kumaran: each of those different areas to, like, SOPs or features, like, right? One of the things is just to get organized on, like, what exists in the platform.
103 00:06:45.010 ⇒ 00:06:49.870 Uttam Kumaran: And then, yeah, this week, I think there’s a… I think we can talk about, like.
104 00:06:50.130 ⇒ 00:06:54.060 Uttam Kumaran: Pass on everyone’s plate and see if there’s anything we can… we can pick off, so….
105 00:06:56.240 ⇒ 00:06:59.429 Samuel Roberts: Okay, yeah, so I guess let’s finish going through the other, …
106 00:06:59.810 ⇒ 00:07:07.699 Samuel Roberts: the other projects here, and see what else we can do. … So then, data platform… so…
107 00:07:08.360 ⇒ 00:07:13.720 Samuel Roberts: what, was there… were there things to do in cycle? I’m not as familiar with this one. This was….
108 00:07:13.720 ⇒ 00:07:19.369 Casie Aviles: The… the only one that’s left for me is the operating one. I still haven’t worked on this one.
109 00:07:20.980 ⇒ 00:07:32.020 Uttam Kumaran: Yeah, I think… … Is this… so this data is in… ….
110 00:07:32.190 ⇒ 00:07:33.290 Casie Aviles: Snowflake.
111 00:07:35.590 ⇒ 00:07:40.789 Uttam Kumaran: Okay. Why don’t you maybe assign this to me, because I’m already… I’m going to be doing stuff this week.
112 00:07:41.110 ⇒ 00:07:43.439 Uttam Kumaran: So I can take this, Sam…
113 00:07:43.870 ⇒ 00:07:49.050 Uttam Kumaran: And then I can also take the one above this one that’s with Boschdad.
114 00:07:49.050 ⇒ 00:07:52.060 Samuel Roberts: That’s, … Modeling to combine?
115 00:07:52.160 ⇒ 00:07:53.180 Samuel Roberts: Okay. Yeah.
116 00:07:54.650 ⇒ 00:07:55.540 Samuel Roberts: Okay.
117 00:07:56.310 ⇒ 00:08:02.190 Samuel Roberts: So, just for my clarification, so the data platform, this is the stuff in, … Real?
118 00:08:02.790 ⇒ 00:08:09.589 Uttam Kumaran: Yes, that’s correct. So if you want to pull… you want to pull up real, we can… I just want to share, because it’s… I looked through it last night, it’s great.
119 00:08:10.310 ⇒ 00:08:12.300 Samuel Roberts: Okay, yeah, let me, …
120 00:08:13.400 ⇒ 00:08:23.030 Samuel Roberts: Get that going, blogging. Yeah, I think I got access to this last week, but I… and I got some screenshots, but I was like, I really didn’t know my way around it too well yet. Let me, jump over to that, hold on.
121 00:08:23.230 ⇒ 00:08:25.229 Samuel Roberts: You guys are still seeing linear, right?
122 00:08:26.070 ⇒ 00:08:26.700 Uttam Kumaran: Yeah.
123 00:08:27.210 ⇒ 00:08:34.409 Samuel Roberts: Okay, let me… Hold on, I got a little open, I gotta stop sharing? Can I switch? Let’s see.
124 00:08:35.650 ⇒ 00:08:42.569 Samuel Roberts: Where is… Where’s everything? Wait, where did Zoom go? There we go, okay, sorry, there we go.
125 00:08:43.340 ⇒ 00:08:47.919 Samuel Roberts: … I don’t see my little stu- there it is, okay, sorry.
126 00:08:48.100 ⇒ 00:08:50.079 Samuel Roberts: Too many windows open.
127 00:08:50.370 ⇒ 00:08:51.210 Samuel Roberts: Alright.
128 00:08:52.010 ⇒ 00:08:58.530 Samuel Roberts: Alright, so this is… this is the real data… Hold on.
129 00:08:59.630 ⇒ 00:09:04.869 Samuel Roberts: I don’t know if all my monitor’s here in my parents’ house, so I’m a little, on one monitor right now. …
130 00:09:06.860 ⇒ 00:09:08.820 Samuel Roberts: Okay, you wanna walk me through this, or…?
131 00:09:10.290 ⇒ 00:09:13.830 Uttam Kumaran: Yeah, so let’s… oh, we’ll go to Internal Analytics.
132 00:09:15.840 ⇒ 00:09:16.570 Uttam Kumaran: This is, like.
133 00:09:16.570 ⇒ 00:09:17.139 Samuel Roberts: Oh, I can’t clean.
134 00:09:17.140 ⇒ 00:09:21.350 Uttam Kumaran: I was, like, smiling looking at all this stuff yesterday. This is so great.
135 00:09:21.350 ⇒ 00:09:28.780 Samuel Roberts: Oh, weird. Hold on. The whole window’s not responding for me, I can’t… I can see things, I can’t interact with it. Let me stop sharing real quick and see if that was what did it, hold on.
136 00:09:30.640 ⇒ 00:09:38.039 Samuel Roberts: Yeah, no, my… oh, that whole Chrome window is just frozen in place. Okay, let me start a new one, I guess, and see. Unless Chrome is just…
137 00:09:39.460 ⇒ 00:09:43.340 Samuel Roberts: Whoa, I can’t even move it. I’ve never seen Chrome do that.
138 00:09:47.380 ⇒ 00:09:48.160 Samuel Roberts: Huh.
139 00:09:48.160 ⇒ 00:09:49.429 Uttam Kumaran: Just be frozen.
140 00:09:49.970 ⇒ 00:10:01.749 Samuel Roberts: Yeah, it’s completely frozen, but it’s just that one… no, it’s all the windows, okay. Yeah, damn, alright. You know what it is? It has a relaunch to update thing, I probably gotta do that, so….
141 00:10:01.750 ⇒ 00:10:03.809 Uttam Kumaran: Okay, okay, go ahead, I can just share.
142 00:10:04.340 ⇒ 00:10:08.940 Samuel Roberts: Yeah, go ahead, oh my god, yeah, I can’t even relaunch it. Okay, that’s gonna be a forced quit.
143 00:10:09.180 ⇒ 00:10:09.870 Uttam Kumaran: Yeah.
144 00:10:10.350 ⇒ 00:10:10.900 Samuel Roberts: Oh.
145 00:10:11.530 ⇒ 00:10:16.080 Uttam Kumaran: We have 3 dashboards here, so one is for all of our Clockify data.
146 00:10:16.530 ⇒ 00:10:22.360 Uttam Kumaran: Which is really cool, you can see that we are doing more hours over time, … Yeah.
147 00:10:22.360 ⇒ 00:10:23.010 Samuel Roberts: Okay.
148 00:10:23.380 ⇒ 00:10:25.669 Uttam Kumaran: Just great, this is crazy to see…
149 00:10:26.260 ⇒ 00:10:36.179 Uttam Kumaran: how many hours is kind of overwhelming, but … Yeah. Yes, you can start to see everybody here. I left some notes on things to change, but overall, I feel pretty good about this.
150 00:10:36.800 ⇒ 00:10:39.800 Uttam Kumaran: … We also have linear issues.
151 00:10:40.040 ⇒ 00:10:47.929 Uttam Kumaran: Probably my biggest thing here is, is, starting to also look at the created date, completed date, status.
152 00:10:48.270 ⇒ 00:10:49.650 Uttam Kumaran: Things like that.
153 00:10:49.750 ⇒ 00:11:04.050 Uttam Kumaran: But overall, this is great here. And then we have Slack messages, which is pretty light. I also added a couple things here, which is, like, we need to probably start doing some smart classification of, like, is it a question, is it a statement? ….
154 00:11:04.050 ⇒ 00:11:04.900 Samuel Roberts: Mmm.
155 00:11:05.040 ⇒ 00:11:09.929 Uttam Kumaran: Like, And then we start to basically… we’ll start to create categories for questions.
156 00:11:10.420 ⇒ 00:11:16.200 Uttam Kumaran: I’ll use AI to probably build a little bit of a first version of those categorization.
157 00:11:16.460 ⇒ 00:11:26.259 Uttam Kumaran: But this is also great. You know, one of the ways that I think we’re going to start to look at this is, one, I want to start looking at correlations
158 00:11:27.360 ⇒ 00:11:33.310 Uttam Kumaran: I want to start looking at, like, correlations between Slack messages and money in. I want to start looking at.
159 00:11:33.310 ⇒ 00:11:34.170 Samuel Roberts: Yeah.
160 00:11:34.170 ⇒ 00:11:37.380 Uttam Kumaran: we ramp new people up, like, I want to start looking at
161 00:11:37.730 ⇒ 00:11:43.599 Uttam Kumaran: okay, are they, like, are they starting to send more messages, things like that. I want to start to see that
162 00:11:43.730 ⇒ 00:11:50.720 Uttam Kumaran: The amount of tags that are hitting me are going down, which it looks like… I mean….
163 00:11:52.550 ⇒ 00:11:53.629 Samuel Roberts: I love the plan.
164 00:11:53.870 ⇒ 00:12:01.670 Uttam Kumaran: But also, this isn’t… we don’t have all the channels in here, so I will… Sure. I’m gonna be… I’m gonna probably say that this is not happening.
165 00:12:02.840 ⇒ 00:12:04.190 Samuel Roberts: Yeah.
166 00:12:04.190 ⇒ 00:12:05.400 Uttam Kumaran: But, like….
167 00:12:05.400 ⇒ 00:12:06.610 Samuel Roberts: Totally, I bet, yeah.
168 00:12:06.610 ⇒ 00:12:13.839 Uttam Kumaran: Yeah, I just… I just want to start to look at… and then also, like, see, these are the messages, so we have, like, short messages versus, like, long messages.
169 00:12:14.240 ⇒ 00:12:17.739 Uttam Kumaran: Also, like, the boxes, so I don’t know what these are, right?
170 00:12:18.160 ⇒ 00:12:19.729 Samuel Roberts: No mention. Yeah.
171 00:12:19.730 ⇒ 00:12:21.920 Uttam Kumaran: There’s a couple of, like, things to clean up.
172 00:12:22.750 ⇒ 00:12:28.730 Uttam Kumaran: I want to bring in, revenue data. I do want to bring in the operating data.
173 00:12:31.360 ⇒ 00:12:39.729 Uttam Kumaran: And I do want to bring in the calendar data. The calendar data is still something that’s… that’s on a… on a to-do, so….
174 00:12:40.600 ⇒ 00:12:43.389 Samuel Roberts: Calendar data, meaning, like, meetings and stuff, or like….
175 00:12:43.390 ⇒ 00:12:44.140 Uttam Kumaran: Yes.
176 00:12:44.800 ⇒ 00:12:45.400 Samuel Roberts: Okay.
177 00:12:45.720 ⇒ 00:12:46.100 Uttam Kumaran: Yeah.
178 00:12:46.100 ⇒ 00:13:01.990 Samuel Roberts: Interesting. Okay, cool. No, this is neat. Yeah, I didn’t realize. I was a little confused for a minute between the platform and the data platform. I was, like, internal, like, I… but then once I got invited to real, I was like, oh, I see, okay, no, I… this is different, this is, like, the dashboard, this makes sense. But, okay, cool.
179 00:13:03.850 ⇒ 00:13:06.550 Samuel Roberts: … It’s pretty good, alright.
180 00:13:07.540 ⇒ 00:13:08.829 Samuel Roberts: Anything else on that?
181 00:13:10.150 ⇒ 00:13:11.150 Uttam Kumaran: I think that’s it.
182 00:13:11.850 ⇒ 00:13:12.830 Casie Aviles: Very cool.
183 00:13:15.310 ⇒ 00:13:18.050 Samuel Roberts: Alright, let me jump back, hopefully linear didn’t crash, I don’t know.
184 00:13:18.240 ⇒ 00:13:22.680 Samuel Roberts: No, we’re good with linear. Alright, I can share that again. Where are we?
185 00:13:23.360 ⇒ 00:13:25.470 Samuel Roberts: Air, linear… okay.
186 00:13:26.700 ⇒ 00:13:31.249 Samuel Roberts: Okay, so I reassigned those two, and that’s all we’re worried about then for data platform for now?
187 00:13:34.580 ⇒ 00:13:35.300 Uttam Kumaran: These are, like.
188 00:13:35.300 ⇒ 00:13:37.240 Samuel Roberts: Okay.
189 00:13:37.670 ⇒ 00:13:42.620 Uttam Kumaran: Like, there’s a 134… can we look at 134 on that screen? What is that one?
190 00:13:43.100 ⇒ 00:13:49.380 Samuel Roberts: 1.34… oh, thank you, yep, I’m going all my way down, okay. Linear ticket, oh, yeah.
191 00:13:50.470 ⇒ 00:13:55.059 Samuel Roberts: Is this… A few days ago….
192 00:13:55.760 ⇒ 00:13:59.419 Uttam Kumaran: Okay, so can we put dashboard, linear ticket dashboard?
193 00:13:59.720 ⇒ 00:14:00.620 Samuel Roberts: Yeah, totally.
194 00:14:02.030 ⇒ 00:14:03.339 Samuel Roberts: That makes sense. Okay.
195 00:14:03.340 ⇒ 00:14:05.569 Uttam Kumaran: That’s… that’s fine, you can leave it like that.
196 00:14:05.990 ⇒ 00:14:06.919 Samuel Roberts: Okay, cool.
197 00:14:08.590 ⇒ 00:14:13.269 Samuel Roberts: Alright, … There we go, okay. That’s good, okay, yeah.
198 00:14:14.310 ⇒ 00:14:18.279 Samuel Roberts: Alright, now that I’m in there too, now that I understand it a little bit more, messages, this one’s….
199 00:14:18.740 ⇒ 00:14:20.330 Uttam Kumaran: Probably a dashboard, too.
200 00:14:20.900 ⇒ 00:14:21.590 Samuel Roberts: Okay.
201 00:14:22.360 ⇒ 00:14:25.180 Samuel Roberts: Yeah, see, model revenue, model… okay.
202 00:14:26.380 ⇒ 00:14:27.939 Samuel Roberts: Get an ingestion. Okay.
203 00:14:29.420 ⇒ 00:14:35.329 Samuel Roberts: Alright, cool. Let’s move on to the last 3 clients here. What do we got going for default?
204 00:14:37.380 ⇒ 00:14:41.889 Mustafa Raja: So the important thing, here would be, 53.
205 00:14:44.670 ⇒ 00:14:45.740 Samuel Roberts: I’m sorry, 53?
206 00:14:45.740 ⇒ 00:14:48.280 Mustafa Raja: Yeah. Okay.
207 00:14:48.280 ⇒ 00:14:50.570 Samuel Roberts: Oh, yes, yes, I saw some of this. Okay, cool.
208 00:14:50.570 ⇒ 00:14:51.860 Mustafa Raja: Yeah, …
209 00:14:55.230 ⇒ 00:14:56.099 Mustafa Raja: So this….
210 00:14:56.100 ⇒ 00:14:58.179 Samuel Roberts: This worked better locally, you said, right?
211 00:14:58.530 ⇒ 00:15:08.019 Mustafa Raja: Yeah, the generalized approach would be what we should be doing. It’s just that the OpenAI model does struggle with
212 00:15:08.180 ⇒ 00:15:13.400 Mustafa Raja: forms, we can test it, by…
213 00:15:13.580 ⇒ 00:15:19.650 Mustafa Raja: Making the prompts better, and see if that makes it better with the forms.
214 00:15:19.840 ⇒ 00:15:25.120 Mustafa Raja: Else I believe Claude should be able to do a better job overall.
215 00:15:26.490 ⇒ 00:15:27.130 Samuel Roberts: Okay.
216 00:15:28.760 ⇒ 00:15:32.279 Samuel Roberts: Yeah, I think Claude is worth trying. Is that…
217 00:15:32.860 ⇒ 00:15:39.030 Samuel Roberts: I guess I haven’t actually really used our, like, API keys, and we have… I’m assuming we have access to all that, like, set up somewhere?
218 00:15:39.500 ⇒ 00:15:40.399 Mustafa Raja: Is that correct?
219 00:15:40.790 ⇒ 00:15:47.300 Samuel Roberts: Okay. Yeah, I would definitely say try out Claude and see how it compares with the same prompts and stuff, and then maybe we can tune it a little bit more.
220 00:15:47.300 ⇒ 00:15:47.620 Mustafa Raja: Thompson.
221 00:15:47.620 ⇒ 00:15:49.639 Samuel Roberts: stuff, but… Alright, cool.
222 00:15:49.640 ⇒ 00:15:51.939 Mustafa Raja: All of the setup is local.
223 00:15:52.540 ⇒ 00:15:54.889 Mustafa Raja: So we have to see, …
224 00:15:55.180 ⇒ 00:15:58.439 Mustafa Raja: If you’re going to… if you are going to use browser-based camera.
225 00:15:59.800 ⇒ 00:16:02.530 Samuel Roberts: Okay, so… Okay.
226 00:16:02.730 ⇒ 00:16:07.919 Samuel Roberts: Alright, let me… let me dig into this a little bit, understand it a little bit more, and I think, … but it looks…
227 00:16:09.330 ⇒ 00:16:12.480 Samuel Roberts: So local script, so this is instead of running on browser bases, like….
228 00:16:12.940 ⇒ 00:16:15.320 Mustafa Raja: Yeah, this is the new, place.
229 00:16:15.320 ⇒ 00:16:19.240 Samuel Roberts: This is just using their stage hands? Yeah. Okay. And if we need that to run….
230 00:16:19.240 ⇒ 00:16:21.669 Mustafa Raja: This is local with Chromium.
231 00:16:22.990 ⇒ 00:16:23.720 Samuel Roberts: Okay.
232 00:16:24.660 ⇒ 00:16:32.000 Mustafa Raja: Yeah, it is a lot faster than testing on Playground. Playground does have its… …
233 00:16:32.440 ⇒ 00:16:35.699 Mustafa Raja: Restrictions on some of the things.
234 00:16:35.870 ⇒ 00:16:41.900 Mustafa Raja: I mean, we cannot add, any new packages or anything on the playground.
235 00:16:42.590 ⇒ 00:16:44.589 Mustafa Raja: Okay. So, yeah.
236 00:16:44.870 ⇒ 00:16:50.499 Mustafa Raja: And over on the playground, it did struggle with the agent.
237 00:16:51.430 ⇒ 00:16:57.199 Mustafa Raja: So that is why I decided to try it on local, if it’s better over here, and there’s.
238 00:16:57.200 ⇒ 00:16:57.750 Samuel Roberts: Okay.
239 00:16:57.750 ⇒ 00:16:59.399 Mustafa Raja: was definitely better.
240 00:16:59.540 ⇒ 00:17:01.710 Mustafa Raja: And the agent is also better.
241 00:17:02.550 ⇒ 00:17:05.450 Samuel Roberts: So then, is this something we’d want to run on, like, a….
242 00:17:05.619 ⇒ 00:17:11.859 Mustafa Raja: I believe, I believe the problem with that was only with the playground.
243 00:17:12.039 ⇒ 00:17:14.439 Samuel Roberts: Got it, okay, that’s what I was wondering. I didn’t know if it was the….
244 00:17:14.869 ⇒ 00:17:20.439 Mustafa Raja: Yeah, we can write this script locally and have it work on, browser-based cloud.
245 00:17:20.900 ⇒ 00:17:30.709 Samuel Roberts: That’s what I was wondering. Okay, making sure it wasn’t a limitation of their stuff and just their playground. Okay, cool. Good to know. Alright, excellent. Keep moving on that, then.
246 00:17:31.040 ⇒ 00:17:35.320 Samuel Roberts: Where am I going here? Okay. So that was specim form filling. Any of this other stuff?
247 00:17:36.080 ⇒ 00:17:38.419 Samuel Roberts: Need updates… okay.
248 00:17:39.890 ⇒ 00:17:42.559 Samuel Roberts: Okay. Insomnia?
249 00:17:43.990 ⇒ 00:17:45.340 Samuel Roberts: Where are we here?
250 00:17:45.500 ⇒ 00:17:49.410 Casie Aviles: For insurance… Yeah. I just, …
251 00:17:49.730 ⇒ 00:17:53.180 Casie Aviles: Set up the Google Ads stuff yesterday.
252 00:17:53.640 ⇒ 00:17:54.490 Samuel Roberts: Okay.
253 00:17:54.520 ⇒ 00:17:57.200 Casie Aviles: And yeah, I used polyatomic for this one.
254 00:17:58.350 ⇒ 00:18:00.050 Samuel Roberts: Okay, I think I saw there was some…
255 00:18:00.290 ⇒ 00:18:06.330 Samuel Roberts: chat around that on Slack, right about… using polyatomic long-term, and….
256 00:18:07.380 ⇒ 00:18:11.099 Samuel Roberts: Okay, so that’s at least being discussed through Slack Message Link. Okay.
257 00:18:11.870 ⇒ 00:18:12.610 Samuel Roberts: ….
258 00:18:13.620 ⇒ 00:18:14.880 Casie Aviles: Yes, so….
259 00:18:14.930 ⇒ 00:18:16.880 Samuel Roberts: Okay, cool. Yeah, go ahead.
260 00:18:17.340 ⇒ 00:18:22.359 Casie Aviles: Yeah, we’re using Polyatomic for, like, I think it’s a free trial for them.
261 00:18:23.030 ⇒ 00:18:26.040 Casie Aviles: So, yeah, this should be fine right now.
262 00:18:27.310 ⇒ 00:18:32.800 Casie Aviles: Yeah, so at least it’s working. The next things that I need to do for insomnia is…
263 00:18:33.010 ⇒ 00:18:40.599 Casie Aviles: to run this, to run a spike on the other automations, so those ones are the ones I need to work on for today.
264 00:18:41.680 ⇒ 00:18:43.699 Casie Aviles: Yeah, these ones, oh my gosh.
265 00:18:43.980 ⇒ 00:18:45.219 Samuel Roberts: Lower dash ones? Okay.
266 00:18:45.220 ⇒ 00:18:45.730 Casie Aviles: Yeah.
267 00:18:46.820 ⇒ 00:18:51.270 Samuel Roberts: Confirm access to all… okay, cool. Alright, yeah, so you’re doing this guy here, then. Okay.
268 00:18:52.410 ⇒ 00:18:59.080 Samuel Roberts: Okay, yeah, let me know if I can help, you know, during that spike, if there’s any questions or anything I can answer and dig into, or, you know…
269 00:18:59.350 ⇒ 00:19:00.040 Samuel Roberts: ….
270 00:19:00.340 ⇒ 00:19:01.560 Casie Aviles: Yes, sure.
271 00:19:01.930 ⇒ 00:19:02.740 Samuel Roberts: Alright, cool.
272 00:19:03.390 ⇒ 00:19:06.249 Samuel Roberts: And then… Interlude.
273 00:19:06.890 ⇒ 00:19:09.420 Samuel Roberts: Where are we with that? Slack bot?
274 00:19:09.760 ⇒ 00:19:12.140 Samuel Roberts: PR review… okay, so Brain Trust….
275 00:19:12.140 ⇒ 00:19:16.930 Mustafa Raja: Yeah, for the Slack bot, I did create this Slack bot on the, …
276 00:19:17.600 ⇒ 00:19:26.490 Mustafa Raja: Slack apps, I just need to configure… configure it with the deck agent and, then work on human-in-the-loop thing.
277 00:19:27.070 ⇒ 00:19:27.920 Mustafa Raja: … Okay.
278 00:19:28.060 ⇒ 00:19:31.319 Mustafa Raja: For the other one, if you, if you go back….
279 00:19:31.320 ⇒ 00:19:31.900 Samuel Roberts: Yep.
280 00:19:32.360 ⇒ 00:19:38.889 Mustafa Raja: And… Yeah, Inter 7, in the internal review.
281 00:19:39.640 ⇒ 00:19:40.140 Samuel Roberts: Yes.
282 00:19:40.140 ⇒ 00:19:48.670 Mustafa Raja: Yeah, for this, yep, we have the following tasks. These were suggested by Utam when he did review.
283 00:19:48.670 ⇒ 00:19:49.270 Samuel Roberts: Okay.
284 00:19:49.630 ⇒ 00:19:52.910 Samuel Roberts: Okay, cool. Yeah, I, I, I…
285 00:19:53.460 ⇒ 00:19:57.520 Samuel Roberts: try to click their Notion, and I don’t have access to that. I don’t know if it’s a thing I don’t need, or…
286 00:19:57.760 ⇒ 00:19:58.470 Samuel Roberts: Is there any other….
287 00:19:58.470 ⇒ 00:20:04.130 Mustafa Raja: thing, but… I can… Okay, cool, that’d be great, yeah. …ad the screenshots next time.
288 00:20:04.710 ⇒ 00:20:07.310 Mustafa Raja: Perfect. No problem. Thanks.
289 00:20:07.520 ⇒ 00:20:08.690 Samuel Roberts: Okay, cool.
290 00:20:08.810 ⇒ 00:20:14.689 Samuel Roberts: And these, yeah, I think we’ve talked about these, Steelman… Track accuracy state… okay, cool.
291 00:20:14.800 ⇒ 00:20:16.710 Samuel Roberts: Do you feel good about this, though?
292 00:20:17.600 ⇒ 00:20:31.059 Uttam Kumaran: Yeah, I guess this is the thing, it’s like, I guess, Sam, I don’t know if you’re open to working with Mustafa directly on this today. I mean, we were gonna do, like, a working session, but ideally, just want to make sure the output of this
293 00:20:31.160 ⇒ 00:20:47.979 Uttam Kumaran: is… is really great, for the client. So, like, basically right now, we just have, like, the slides and a little bit of our reasoning. I want to improve this. One, there’s, like, two types of decks, so the prompts probably have to change a little bit. Second is, I want to show where
294 00:20:48.470 ⇒ 00:20:59.019 Uttam Kumaran: the… where the source is from. Like, is it from a transcript and where in the transcript, ideally? The other thing is, like, we want to add, like, why this slide is good, why this slide is bad, like.
295 00:20:59.480 ⇒ 00:21:00.580 Samuel Roberts: I’m talking about that, yeah.
296 00:21:00.580 ⇒ 00:21:06.769 Uttam Kumaran: And then also provide an overall positive-negative critique of the full deck in a very similar way.
297 00:21:07.170 ⇒ 00:21:08.140 Uttam Kumaran: … Okay.
298 00:21:08.770 ⇒ 00:21:22.919 Uttam Kumaran: And then the last piece is, like, how do we use an LLM to score this, right? Because one of the things… one of the reasons I want to use Brain Trust is so that we can score any… we can score all new requests, right? Versus.
299 00:21:22.920 ⇒ 00:21:23.510 Samuel Roberts: Yeah.
300 00:21:23.920 ⇒ 00:21:38.930 Uttam Kumaran: So, I want to sort of be able to display, like, what… or at least have on our side what that score is. So, my plan today, like, I… I don’t know, I was going to have to try to find some time to work with Mustafa on this, but if you guys want to work on this together, that would be huge, because I…
301 00:21:39.150 ⇒ 00:21:41.650 Uttam Kumaran: Yeah, that would just be really helpful.
302 00:21:43.510 ⇒ 00:21:44.030 Mustafa Raja: Yep.
303 00:21:44.030 ⇒ 00:21:50.200 Samuel Roberts: Yeah, I can totally do that. If, yeah, if you’ve got some time to jump on, we can… we can coordinate that, after this on Slack.
304 00:21:51.940 ⇒ 00:21:53.080 Samuel Roberts: And I can totally do that.
305 00:21:53.800 ⇒ 00:21:57.890 Samuel Roberts: That frees that… frees up you, Utom, so… …
306 00:21:58.250 ⇒ 00:21:59.870 Samuel Roberts: We’ll set up that time. Cool.
307 00:21:59.970 ⇒ 00:22:01.540 Samuel Roberts: That sounds cool. Alright, good.
308 00:22:03.820 ⇒ 00:22:06.329 Samuel Roberts: What else is here? Anything else I’m interlude?
309 00:22:06.480 ⇒ 00:22:07.370 Mustafa Raja: Nope.
310 00:22:08.140 ⇒ 00:22:08.780 Samuel Roberts: Okay.
311 00:22:09.660 ⇒ 00:22:12.269 Samuel Roberts: Alright, I think that’s good. …
312 00:22:14.310 ⇒ 00:22:17.909 Samuel Roberts: Any other thoughts on this stuff? I know we talked about coming back to…
313 00:22:18.650 ⇒ 00:22:21.370 Samuel Roberts: Here, were there any other things we wanted? I mean, I think….
314 00:22:22.090 ⇒ 00:22:28.659 Uttam Kumaran: Yeah, I guess my… probably, I think, two things. So, one is I need to work on a little… I need to create that, …
315 00:22:28.940 ⇒ 00:22:39.599 Uttam Kumaran: spike ticket, or little project proposal ticket for ABC, which was, like, they wanted a little UI. So, Sam will probably create that, have you take a look at that.
316 00:22:40.010 ⇒ 00:22:41.120 Samuel Roberts: Okay, yeah.
317 00:22:41.120 ⇒ 00:22:42.479 Uttam Kumaran: I haven’t done that yet.
318 00:22:42.670 ⇒ 00:22:50.629 Uttam Kumaran: Okay. The second piece was, yeah, we’re just gonna understand, sort of, your time this week, like, are you gonna be floating around? Do you think you have time to take on?
319 00:22:50.830 ⇒ 00:22:57.120 Uttam Kumaran: Are you gonna be taking on, like, client stuff? Are you gonna be… do you think you have time for internal stuff? Like, what do you think?
320 00:22:58.010 ⇒ 00:23:07.189 Samuel Roberts: Yeah, I mean, I’m here, I, you know, I was planning to get my, you know, my hours in, even though I’m more remote than normal, but yeah, I, I…
321 00:23:07.340 ⇒ 00:23:11.099 Samuel Roberts: kind of wherever you think you need me the most. It’s sort of… I don’t wanna, like…
322 00:23:11.380 ⇒ 00:23:16.589 Samuel Roberts: spend too much… I mean, the internal stuff is very exciting, and I kind of want to work on some of that, and I have a few things I could probably get.
323 00:23:16.590 ⇒ 00:23:21.929 Uttam Kumaran: Yeah, I guess out of the 3 clients, like, where do you feel most comfortable right now?
324 00:23:22.920 ⇒ 00:23:27.719 Samuel Roberts: … And then I can tell you… I can… I can match that with what’s urgent.
325 00:23:28.590 ⇒ 00:23:30.950 Uttam Kumaran: And… Yeah.
326 00:23:31.770 ⇒ 00:23:41.289 Samuel Roberts: Yeah, I mean, I think I’ve been a little more involved in some of the… I was on some of the calls with Interlude, I think, and walked through some of that stuff, so I probably… like, I’m gonna jump in with Mustafa anyway, I think that probably makes sense.
327 00:23:41.290 ⇒ 00:23:46.559 Uttam Kumaran: I would like… I would like that. That’s, like, the… Okay. They’re set to close this week.
328 00:23:46.820 ⇒ 00:23:49.119 Samuel Roberts: That’s what I thought, that’s why I wanted to make sure that that’s… yeah.
329 00:23:49.120 ⇒ 00:23:54.459 Uttam Kumaran: I want to try to get as much done, ideally today and tomorrow, so we can review with them.
330 00:23:54.690 ⇒ 00:24:08.629 Uttam Kumaran: Okay. So, that would be my suggestion, is to just, like, let’s… if you can help Mustafa close that out. The default stuff is a lot of clay work. There is some stuff we worked on for, like, the headless browser, …
331 00:24:09.000 ⇒ 00:24:21.539 Uttam Kumaran: But I think if you can focus on interlude and knocking that out, that’s the number one priority. The second kind of priority is, default work, but I feel pretty good about
332 00:24:21.600 ⇒ 00:24:30.909 Uttam Kumaran: Mustafa handling that. So, maybe we can look quickly on to the internal stuff, like, if there’s anything that’s simple to pick off. I mean.
333 00:24:31.690 ⇒ 00:24:35.429 Uttam Kumaran: I would… I would love to see the client hubs, or….
334 00:24:35.430 ⇒ 00:24:35.850 Samuel Roberts: Yeah.
335 00:24:35.850 ⇒ 00:24:42.939 Uttam Kumaran: For clients, it’s starting to become very, very painful, because I can’t… I have to go into Zoom to get, some of the.
336 00:24:42.940 ⇒ 00:24:52.059 Samuel Roberts: Oh, yeah, yeah, yeah. Yeah, we talked about that. I don’t know if you were on at that point or not. We did talk about that. There’s a… there’s just the Slack embeddings, I think Casey said?
337 00:24:52.250 ⇒ 00:25:00.629 Casie Aviles: Yeah, yeah, … So, the script that was already on Dagster, the… the one responsible for embedding
338 00:25:01.110 ⇒ 00:25:05.980 Casie Aviles: the Slack messages is… I just… it needs to be…
339 00:25:06.220 ⇒ 00:25:09.840 Casie Aviles: Fixed, because it’s not… it doesn’t seem to be working right now.
340 00:25:11.060 ⇒ 00:25:17.720 Casie Aviles: So I have… it has to be… I have to check without… The only… the one….
341 00:25:17.720 ⇒ 00:25:19.459 Samuel Roberts: Bump that, priority-wise.
342 00:25:24.050 ⇒ 00:25:24.830 Uttam Kumaran: Alright.
343 00:25:25.370 ⇒ 00:25:33.659 Samuel Roberts: So, I’m just saying, like, do you want him to bump that up priority-wise and, like, focus on that so we can get the hubs? Yeah, I guess my point is that Casey’s….
344 00:25:33.760 ⇒ 00:25:35.820 Uttam Kumaran: Probably pretty busy.
345 00:25:35.820 ⇒ 00:25:44.820 Samuel Roberts: Sure, okay, I can try to take a look, I just don’t know, I haven’t dug into this yet, and I can’t, of course, I can’t up in Chrome to even see this GitHub issue, but yeah, I can try to take a look and see.
346 00:25:44.820 ⇒ 00:25:56.739 Uttam Kumaran: I think, Casey, if you can sort of brief Sam on everything here, and he can take this, that would be helpful, because I know you’re going to have some insomnia stuff, you’re also going to have ABC sprouts, so I want to make sure you don’t compete with those.
347 00:25:57.080 ⇒ 00:26:06.890 Uttam Kumaran: So, Sam, I think probably biggest thing is, like, if we can get this done. If you tell me, like, tomorrow, like, hey, this is gonna take a bit more time, but I don’t know, this is a core part of…
348 00:26:07.370 ⇒ 00:26:08.280 Uttam Kumaran: Duh.
349 00:26:08.690 ⇒ 00:26:11.179 Uttam Kumaran: sort of architecture, so I think it’s worth….
350 00:26:11.180 ⇒ 00:26:11.830 Samuel Roberts: Yeah.
351 00:26:11.830 ⇒ 00:26:24.599 Uttam Kumaran: Casey was gonna spend time anyways, at least you pairing with him, but if you can get the lowdown on these, and start to knock out… I mean, my goal is, like, can we… all existing clients, can we get Client Hub set up for them?
352 00:26:24.890 ⇒ 00:26:29.279 Uttam Kumaran: And for you to have a really good understanding of, like, what are the pitfalls of this architecture.
353 00:26:29.820 ⇒ 00:26:34.329 Samuel Roberts: That’s perfect, yeah, no, I was… I… I… I can definitely do that, …
354 00:26:35.190 ⇒ 00:26:42.540 Samuel Roberts: and get on that, and then, yeah, hopefully we can bump those along, if I’m doing that. So that and Interlude, I guess, will be my priorities in the next…
355 00:26:43.480 ⇒ 00:26:45.780 Samuel Roberts: A few days? … That works.
356 00:26:48.140 ⇒ 00:26:49.530 Samuel Roberts: Alright, does that sound good?
357 00:26:50.020 ⇒ 00:26:51.229 Uttam Kumaran: I think that’s it, yeah.
358 00:26:51.660 ⇒ 00:27:01.439 Samuel Roberts: Alright, cool. Alright, I will connect with both of you guys, at some point on Slack to… Mustafa, we’ll set up a time to… to dig into that, into the stuff, and …
359 00:27:01.550 ⇒ 00:27:10.599 Samuel Roberts: Casey, you can walk me through some of this stuff, but I’ll also try to take a look at it beforehand. I just… I literally gotta reboot Chrome completely, and probably just the machine at this point, so… I’ll get back to you both.
360 00:27:10.980 ⇒ 00:27:11.650 Mustafa Raja: Okay.
361 00:27:12.340 ⇒ 00:27:13.340 Samuel Roberts: Cool, alright.
362 00:27:14.140 ⇒ 00:27:14.910 Uttam Kumaran: Thank you, guys.
363 00:27:14.910 ⇒ 00:27:16.790 Samuel Roberts: Sounds good. Yeah, alrighty.
364 00:27:16.790 ⇒ 00:27:17.340 Casie Aviles: Thank you.
365 00:27:17.340 ⇒ 00:27:17.900 Uttam Kumaran: Excellent.
366 00:27:18.210 ⇒ 00:27:19.180 Samuel Roberts: Alright.